Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "110"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 110 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 222 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 216 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 110, Node 10:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.178553 -0.627696 0.950314 -0.347371 0.241086 7.154323 -0.037087 1.728719 0.7601 0.7709 0.2593 11.983680 13.922460
2459593 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.436448 -0.358184 0.079724 0.098764 0.487790 -0.782156 0.839172 -0.015031 0.6898 0.6844 0.2481 7.312780 6.853193
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.344346 -0.382116 0.680501 -0.528048 -1.479801 0.780791 -1.920986 -0.000324 0.0302 0.0483 0.0037 nan nan
2459591 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.369239 0.429769 0.539477 0.694803 -0.657393 -0.643708 -0.534575 0.958952 0.6225 0.6318 0.3580 6.224479 6.706033
2459590 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.762651 2.271328 2.079579 0.383371 19.375841 3.821376 0.373068 18.756752 0.6129 0.6332 0.3467 7.290418 7.495958
2459589 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.388733 13.591018 0.221928 0.736165 -0.627899 15.893973 -0.791720 5.972032 0.6738 0.6367 0.2779 8.239501 7.983189
2459588 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.053781 -1.475144 0.512760 0.207809 -0.586677 -0.984464 -0.555930 -0.961125 0.7265 0.7084 0.2329 7.762790 7.669800
2459587 RF_maintenance 0.00% - - - 100.00% 0.00% 0.108837 0.756280 0.527274 0.905800 0.992465 2.158297 2.710363 2.405051 nan nan nan 17.815639 19.259479
2459586 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.773011 2.070058 0.518430 2.471684 -0.821719 6.925999 0.666015 2.965056 0.6294 0.6467 0.3392 5.003263 5.034407
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.388726 9.048919 0.153170 6.024015 1.554123 8.748987 -0.680768 1.572738 0.0332 0.0478 0.0066 0.000000 0.000000
2459584 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.880210 0.702068 0.310123 -0.187477 0.080604 -0.899244 1.802325 1.294006 0.5744 0.5885 0.3499 11.612435 11.472454
2459583 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.912462 0.324839 -0.553464 0.485976 2.060638 0.159375 6.812186 2.367186 0.6300 0.6445 0.3677 5.757643 5.493866
2459582 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.716722 0.263739 -0.241782 0.575145 13.182035 0.847589 3.436144 0.917526 0.6218 0.6495 0.3699 5.213141 4.995363
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459580 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.560652 4.423548 -0.229109 0.206074 10.063243 8.000965 9.574015 17.029727 0.6294 0.6416 0.3597 6.025503 5.269333
2459579 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.689049 0.173790 0.735788 0.803665 21.260957 0.361153 14.266569 1.280690 0.5880 0.6501 0.3706 8.051364 6.578166
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.124877 -0.094965 -0.724572 -0.719387 0.805847 0.550478 4.890807 0.029552 0.0312 0.0535 0.0050 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459576 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.376631 4.109901 -0.179937 0.443523 18.529455 8.763757 16.988653 20.822821 0.6253 0.6643 0.3580 9.593892 8.430412
2459575 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.276889 14.407373 -0.590322 0.448820 -1.136495 8.620149 -0.865827 3.791963 0.7303 0.7119 0.3160 11.350593 10.908402
2459574 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.063722 0.497831 -0.813039 0.340821 -0.430088 1.043992 0.471354 0.270250 0.6600 0.6722 0.3698 6.589130 6.324545
2459573 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.708127 1.031451 0.254722 0.692305 11.099554 4.662066 1.913855 1.812541 0.6196 0.6635 0.3729 7.767838 7.457033
2459572 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.161041 1.315394 -0.615830 0.294017 -0.944043 1.158501 -0.615027 1.152797 0.6533 0.6621 0.3734 8.207984 8.395426
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.078869 -0.070210 -0.678526 -0.777031 -0.428255 0.361916 -0.011034 0.048277 0.0295 0.0402 0.0027 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.184828 36.815131 -0.707687 1.810557 -0.126795 5.766462 -0.532984 5.041979 0.7365 0.6685 0.2192 6.567827 8.590454
2459566 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.086142 5.416516 -0.576429 0.443348 1.753247 8.406811 4.810569 46.154735 0.6526 0.6507 0.3770 4.987646 4.546150
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% 1.518751 1.518751 1.412081 1.412081 0.654293 0.654293 0.137774 0.137774 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.739683 1.120414 0.097219 0.721563 3.362704 0.497360 27.033445 8.172120 0.6235 0.6585 0.3781 4.100704 3.772858
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.098711 0.259531 -0.126487 -0.023973 -0.309865 0.075343 2.721537 4.898543 0.6587 0.6656 0.3745 6.227290 6.046282
2459562 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.038234 0.436518 -0.370670 0.561601 2.549615 0.800826 5.488265 1.288732 0.6494 0.6683 0.3763 4.276896 4.238742
2459561 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.422297 2.684167 -0.345164 0.525657 1.044532 2.286991 3.294893 5.685914 0.6594 0.6699 0.3729 4.110969 4.069998
2459560 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.110444 0.891609 0.132796 0.513806 3.796233 1.064601 1.324632 3.439022 0.6415 0.6643 0.3779 4.473598 4.077095
2459559 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.045154 0.347931 0.900952 0.504968 4.592251 0.859607 1.618134 2.164883 0.6085 0.6688 0.3613 4.885626 3.449037
2459558 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.731428 0.445437 -0.227728 0.647941 1.370344 0.196650 3.921332 4.537279 0.6628 0.6700 0.3760 5.688179 5.067037
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0353 0.0579 0.0060 nan nan
2459556 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.349265 0.290866 -0.300075 0.874807 -0.520468 0.575571 0.759389 2.790517 0.6595 0.6657 0.3787 4.857590 4.483257
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6221 0.6730 0.3773 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6057 0.6707 0.3700 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.601523 7.883838 -0.093248 0.156258 -0.789020 16.387220 0.129689 21.587801 0.6716 0.6639 0.3783 11.174598 10.739805
2459551 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.193834 4.491269 0.204398 0.377654 6.257743 3.237301 15.028285 15.071175 0.6147 0.6482 0.3585 5.233179 3.988016
2459550 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0375 0.0459 0.0029 nan nan
2459549 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.598492 6.284615 -0.648367 0.545410 14.461951 11.322103 6.805035 7.665442 0.6537 0.6605 0.3813 5.028229 4.389138
2459542 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.505262 24.893375 -0.227429 2.732280 0.676029 2.484904 20.004533 24.031351 0.7151 0.6741 0.3240 5.208504 4.248127
2459541 RF_maintenance 100.00% 1.34% 1.79% 0.00% 100.00% 0.00% 0.419111 19.199579 0.149982 0.739282 -0.377209 5.504244 2.167060 19.834397 0.7205 0.6899 0.3201 6.069134 4.713169
2459540 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.385287 1.365709 -0.397010 0.443285 6.671402 1.473623 6.345982 6.517188 0.7041 0.7231 0.3277 4.170379 3.727348
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 59.798063 0.390038 4.448387 0.448604 6.323414 0.619238 12.178356 0.677294 0.1011 0.0618 0.0084 0.000000 0.000000
2459535 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.229786 0.304389 -0.490135 0.422201 1.553352 -0.067164 -0.011769 1.122764 0.0735 0.0602 0.0071 1.165902 1.167166
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.027658 0.637370 -0.451747 0.371834 -0.350425 -0.160520 0.931098 6.600557 0.0800 0.0598 0.0073 10.158280 6.733616
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.113386 2.144519 -0.172746 0.272253 -1.069159 3.422555 0.035629 19.060570 0.0754 0.0584 0.0072 26.944175 23.138934
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.267934 21.018774 -0.147536 1.116948 -1.561736 19.521937 -0.014374 88.820906 0.0732 0.0648 0.0085 25.490945 17.070397
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.235372 5.532113 -0.509438 0.313633 0.178656 2.856724 0.350581 43.978486 0.0799 0.0625 0.0103 58.774558 55.356584
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.192906 1.380330 -0.341417 0.706312 -1.146563 4.817111 1.334769 8.556109 0.9120 0.9395 0.2781 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 0.059862 2.056907 -0.705974 0.585440 -0.508981 4.452981 0.736250 20.550150 nan nan nan 0.000000 0.000000
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.044505 1.400709 -0.103309 0.659205 -0.023554 5.120963 1.078025 17.033250 0.6519 0.7168 0.3730 -0.000000 -0.000000
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.196014 -0.077740 -0.720468 -0.753766 -1.095600 0.661734 -0.349912 0.892445 0.0377 0.0497 0.0061 nan nan
2459508 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.789881 7.140331 -0.658628 1.313743 -1.613399 14.658714 -0.810041 15.161144 0.9124 0.9520 0.1736 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 26.083035 28.898844 1.019241 1.146537 71.037243 22.016718 43.537312 74.543420 0.8380 0.8366 0.1684 24.505694 19.001401
2459503 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.379460 5.556914 0.181985 1.465852 0.272766 12.305002 4.630750 69.380366 0.8705 0.8561 0.4291 0.000000 0.000000
2459501 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.275608 3.300594 1.396223 -0.640756 0.992875 3.311783 2.195046 11.176713 0.8787 0.9101 0.3502 0.000000 0.000000
2459500 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.447188 1.119969 8.617441 -0.614493 15.016743 5.170733 5.052504 16.918147 0.8370 0.9021 0.3951 0.000000 0.000000
2459499 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.464193 0.950958 -0.237810 0.504291 -0.467223 0.893320 -0.506828 10.231629 0.8994 0.9448 0.1576 0.000000 0.000000
2459498 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.290380 0.924009 0.069980 0.084112 -0.310497 0.915779 -0.798950 7.463269 0.8964 0.9108 0.3670 0.000000 0.000000
2459497 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.983642 2.358586 0.219118 0.236608 0.041657 3.522394 1.781808 41.906938 0.9010 0.9329 0.2987 0.000000 0.000000
2459496 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.353861 1.170671 -0.198572 0.327016 -0.795849 0.286886 0.371348 1.991574 0.9164 0.9208 0.3507 0.000000 0.000000
2459495 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.284892 2.632106 -0.338608 0.502289 -0.685751 6.720339 1.173274 19.045726 0.9127 0.9118 0.3887 0.000000 0.000000
2459494 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.358749 1.305511 -0.383264 0.555835 -0.828688 2.399311 -0.116907 21.358524 0.9039 0.9094 0.3950 0.000000 0.000000
2459492 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 40.734243 23.959278 1.612600 0.126187 44.090067 22.178863 17.288453 101.011695 0.7163 0.8030 0.2928 6.245282 4.732232
2459491 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 59.317047 48.153463 3.213017 1.998888 10.216971 31.182514 18.669821 87.894719 0.7533 0.7723 0.2115 4.134655 2.512375
2459490 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 60.277858 62.778376 2.579195 2.335585 6.881534 16.314156 9.495608 29.997932 0.6975 0.7226 0.2978 6.379587 5.703543
2459489 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 50.849346 58.533493 2.214423 2.708448 26.005607 21.518809 13.617626 44.813814 0.7156 0.7456 0.2703 7.231973 4.947323
2459488 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.329652 56.517714 2.463348 2.409602 6.624965 32.921863 20.886350 116.779369 0.7744 0.7304 0.3416 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 110: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 47.345570 47.345570 2.514840 -0.076825 0.616014 6.004987 -0.039831 -0.154363 -1.331154

Antenna 110: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 39.782219 7.167364 39.782219 12.872353 8.572413 13.374535 0.793191 -3.024159 2.030919

Antenna 110: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 24.541974 24.541974 2.805493 3.185106 3.007883 -0.266080 2.032920 1.131322 -1.846947

Antenna 110: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 26.340547 2.478793 26.340547 2.997409 3.193786 1.953186 0.405103 -2.366176 0.711377

Antenna 110: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 35.819296 6.471030 35.819296 9.221277 6.006885 8.757698 0.637869 -3.319636 1.065031

Antenna 110: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 41.999875 7.515260 41.999875 11.852656 7.186852 11.440748 0.974506 -1.810319 0.926473

Antenna 110: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 44.600140 44.600140 7.862076 7.824468 12.995369 0.827519 10.342918 1.822471 -4.425064

Antenna 110: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 31.804306 31.804306 3.569375 3.565618 3.381535 -0.104545 2.393377 1.279459 -1.588900

Antenna 110: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 27.114148 3.432928 27.114148 3.197099 2.083186 2.402036 -0.530714 -2.144881 0.387422

Antenna 110: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Temporal Variability 52.888796 9.739332 38.478554 16.625946 4.033541 11.411075 52.888796 -2.925561 40.711400

Antenna 110: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 39.805504 39.805504 4.272012 5.091909 6.408693 2.383891 4.008354 3.597530 3.032042

Antenna 110: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 110: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 2900.548390 57.048822 63.200260 143.687635 152.028856 149.561279 293.849467 2496.637830 2900.548390

Antenna 110: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 21.029314 21.029314 -0.789735 2.991073 -0.469138 0.198526 0.012650 1.233966 0.228770

Antenna 110: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 34.919478 34.919478 -0.474389 4.804638 -0.558952 0.678378 -0.487017 1.889502 0.409585

Antenna 110: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 110: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 151.898552 36.540270 1.167304 4.658105 -0.301028 2.929626 14.081334 28.201913 151.898552

Antenna 110: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Temporal Discontinuties 271.450965 9.465575 2.786861 1.675566 -0.052761 42.989342 20.626648 271.450965 79.942709

Antenna 110: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 25.633766 25.633766 1.005420 1.971810 1.022853 3.407453 1.919946 5.504096 3.759973

Antenna 110: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 262.758036 4.240715 18.094226 1.038771 1.437362 83.396164 72.283551 209.179073 262.758036

Antenna 110: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 139.694015 48.348558 12.391334 7.599232 0.492679 5.183451 9.238168 56.893298 139.694015

Antenna 110: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 39.897582 39.897582 13.270483 4.997928 0.581689 2.495458 19.273242 6.400276 26.335242

Antenna 110: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 36.184066 36.184066 16.446247 6.108266 1.184611 4.223421 24.593750 5.107801 28.480752

Antenna 110: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Variability 7.161999 3.346685 4.114219 0.514228 0.236451 0.782174 7.161999 0.460414 0.897740

Antenna 110: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 Not Found nn Temporal Discontinuties 948.356755 53.735097 46.923465 61.184466 55.263904 142.853901 155.472587 948.356755 860.051535

Antenna 110: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 1678.432240 64.169584 36.280575 77.878368 58.697914 123.048340 52.961616 1678.432240 710.731521

Antenna 110: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 2141.267359 27.317161 34.827196 35.160748 50.583533 79.595575 152.010893 1469.089817 2141.267359

Antenna 110: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 1223.952348 58.141767 61.800237 257.594296 265.742294 43.036501 36.629080 1178.311444 1223.952348

Antenna 110: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 1489.004008 29.357177 37.632574 50.012797 75.910715 185.428292 354.164666 890.425662 1489.004008

Antenna 110: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 1081.711477 70.419105 56.560616 83.579099 57.298283 454.728638 215.995965 1081.711477 605.588063

Antenna 110: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Power 4.997087 4.936530 4.867176 4.997087 1.659720 -0.367657 2.402330 1.461602 3.234962

Antenna 110: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Temporal Variability 75.550027 7.185521 0.721481 4.496835 -0.789349 75.550027 12.158444 13.679869 6.934704

Antenna 110: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 26.822452 9.078424 26.822452 -0.031570 3.234468 2.309592 0.300077 10.998113 2.072437

Antenna 110: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 4.547688 4.547688 3.925009 0.285828 0.416880 1.179318 -0.840711 1.244796 0.260648

Antenna 110: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 3.718798 3.718798 3.184046 -0.015742 1.723202 0.583889 0.346082 1.864624 0.364548

Antenna 110: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 4.601100 4.601100 4.170212 0.116476 1.931311 1.863538 0.107202 4.363773 0.584979

Antenna 110: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 46.393744 30.578718 46.393744 2.852845 9.491810 10.389604 1.676145 3.522277 1.606770

Antenna 110: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 3.450481 2.985555 3.450481 1.698410 -0.048173 -0.108675 0.846085 0.337338 1.146607

Antenna 110: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Temporal Discontinuties 3.494480 2.848841 2.333129 0.123870 2.316326 0.332542 -0.762776 2.147740 3.494480

Antenna 110: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 3.106921 2.187033 1.653543 -0.137662 1.492977 1.176117 -0.577493 3.106921 0.417781

Antenna 110: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 3.318636 3.318636 2.911598 0.060178 2.030945 0.864059 -0.574255 1.931056 0.557610

Antenna 110: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 2.549851 2.549851 1.971617 -0.207953 1.471303 0.727430 -0.852406 0.427639 -0.038718

Antenna 110: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 51.315532 51.315532 30.067901 12.271600 4.878831 8.056541 5.390657 7.473059 6.605672

Antenna 110: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Temporal Discontinuties 7.270601 1.617234 2.095216 1.934865 0.015399 2.138432 4.257681 7.270601 6.468442

Antenna 110: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 2.692142 2.692142 2.125559 -0.064225 0.198050 0.449810 -0.487209 1.129706 1.158228

Antenna 110: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Variability 4.925739 2.856562 3.198630 2.492048 0.475224 -0.913533 4.925739 1.166253 1.475656

Antenna 110: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 110: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 2.644429 2.253973 2.644429 1.556132 -0.008975 -0.574314 1.738612 0.465408 2.359655

Antenna 110: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 49.046969 49.046969 1.973591 12.180015 -0.692112 3.995424 5.570372 25.694578 2.029558

Antenna 110: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 3.591196 3.591196 3.125834 0.195367 2.123041 1.429935 0.851448 2.397219 1.068451

Antenna 110: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Temporal Variability 20.565632 -0.229464 12.619011 -0.656063 7.107153 -0.786338 20.565632 1.172177 7.319122

Antenna 110: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Shape 1.493457 1.493457 0.985398 -0.256878 0.551425 -0.514039 -0.680728 0.963079 -0.495003

Antenna 110: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Variability 2.385198 1.714872 1.258679 -0.091383 0.518916 2.385198 -0.132838 0.685462 -0.210826

Antenna 110: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 30.968809 30.968809 2.875400 10.197058 -0.668419 17.781996 5.495339 15.630431 6.308235

Antenna 110: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Temporal Discontinuties 4.868580 0.115801 1.004092 0.433606 -1.422492 -0.067395 -1.269167 2.715127 4.868580

Antenna 110: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Temporal Variability 233.353016 0.849207 2.323034 1.094376 10.077927 123.590952 233.353016 2.565192 8.391789

Antenna 110: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Power 3.365826 3.323148 3.056109 0.564700 3.365826 2.648120 0.130173 2.139811 0.809605

Antenna 110: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Power 3.774999 2.763055 2.928502 0.504425 3.774999 -0.215786 -0.381391 0.713193 0.629866

Antenna 110: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Power 1.373038 1.147474 -0.590338 1.373038 -1.083493 -0.116267 0.578846 0.216349 1.261531

Antenna 110: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Shape 1.270045 -0.031509 1.270045 -0.725604 0.988879 0.814063 -0.007500 1.181996 0.338551

Antenna 110: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Temporal Discontinuties 13925.599665 4095.396583 4095.396583 3845.008784 3845.008784 2818.957314 2818.957314 13925.599665 13925.599665

Antenna 110: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 3158.174514 816.505913 816.505913 736.949573 736.949573 792.850376 792.850376 3158.174514 3158.174514

Antenna 110: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance ee Temporal Discontinuties 2214.920836 736.340711 736.340711 725.065534 725.065534 674.557372 674.557372 2214.920836 2214.920836

Antenna 110: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 N10 RF_maintenance nn Temporal Discontinuties 87.745025 10.203295 36.216508 0.127946 6.332771 5.580479 10.581467 87.745025 24.277248

Antenna 110: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Shape 23.881794 0.945817 23.881794 1.571845 4.822638 1.184198 10.085687 2.100706 8.149004

Antenna 110: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Temporal Variability 19.414078 -0.281481 6.514685 1.210261 0.672504 0.235830 19.414078 0.914386 15.532364

Antenna 110: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Temporal Discontinuties 1.337721 0.890902 -0.052680 0.903337 -1.076465 -0.097693 0.098531 0.490911 1.337721

Antenna 110: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Temporal Discontinuties 2.701877 1.331644 -0.105932 1.553019 -0.949974 0.786890 0.740247 1.124053 2.701877

Antenna 110: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Shape 1.064124 1.064124 0.100765 -0.179681 0.433436 -0.005615 0.005615 -0.152017 -0.012593

Antenna 110: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 110: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Temporal Variability 12.303181 0.217657 1.334525 -0.520604 1.053340 12.303181 -0.113020 0.803620 2.064066

Antenna 110: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Temporal Discontinuties 86.787851 21.755912 1.225174 0.886888 0.981789 31.277418 -0.562780 86.787851 3.683754

Antenna 110: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Temporal Discontinuties 96.842693 17.164586 2.699116 0.262005 1.274270 25.077968 18.184044 96.842693 24.582815

Antenna 110: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Temporal Discontinuties 9.218413 0.639703 0.355832 -0.801807 1.179080 -0.144842 -0.042937 9.218413 2.261617

Antenna 110: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Temporal Variability 68.457853 0.104645 12.673474 -0.637586 3.792584 1.131572 68.457853 1.357685 13.875402

Antenna 110: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Temporal Variability 56.698154 4.624920 0.000947 1.608488 -0.891167 56.698154 0.274484 5.614023 5.227890

Antenna 110: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 110: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 110: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Temporal Discontinuties 59.349607 7.211744 1.315486 -0.122511 1.321557 20.635493 0.693453 59.349607 4.885329

Antenna 110: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Temporal Discontinuties 2.802472 -0.138730 1.393848 -0.671605 1.274428 -1.076018 0.406387 2.079280 2.802472

Antenna 110: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 110: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Power 7.898090 4.978050 5.727601 4.288265 7.898090 3.413742 0.427193 3.740208 2.143054

Antenna 110: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Temporal Variability 9.289997 7.149423 0.187205 2.876306 -1.028229 9.289997 -0.500000 2.749753 0.055374

Antenna 110: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Temporal Discontinuties 5.792220 2.110686 0.020933 1.422998 -0.837614 5.786154 -0.855320 5.792220 2.678872

Antenna 110: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Power 40.418812 18.971779 15.374356 40.418812 38.122927 2.367384 4.019785 9.154983 15.530090

Antenna 110: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Temporal Discontinuties 5.471034 0.450891 1.734642 -1.069001 2.939808 -0.419409 4.426239 2.441094 5.471034

Antenna 110: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Temporal Variability 8.747542 6.177861 5.236144 6.269847 3.316890 -0.437689 8.747542 2.164426 2.719197

Antenna 110: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Power 1.521435 0.227728 1.100042 -1.135250 1.521435 -0.642627 1.384610 0.360727 0.486328

Antenna 110: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Temporal Variability 1.531802 0.842277 0.181175 1.363322 -1.002974 1.531802 -0.770886 -0.098649 0.154191

Antenna 110: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Temporal Variability 4.229032 1.216277 1.169614 -0.910003 0.976886 4.229032 1.685803 4.096826 0.721231

Antenna 110: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Temporal Variability 2.513107 1.397385 1.025526 -0.828539 1.001691 2.513107 1.379792 0.063719 0.618244

Antenna 110: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Shape 1.285168 0.370049 1.285168 -0.930345 1.259245 -0.753017 1.247082 -0.528011 0.002809

Antenna 110: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Shape 1.098559 0.269497 1.098559 -0.796292 -0.148151 -0.995324 0.562679 0.007658 0.405454

Antenna 110: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Shape 7.938242 7.938242 7.168893 7.650765 4.208357 -0.381286 3.533987 1.377878 2.198864

Antenna 110: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Temporal Discontinuties 30.962760 2.597304 24.172764 0.161999 2.529948 6.081878 28.638773 6.194440 30.962760

Antenna 110: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Temporal Discontinuties 64.482168 37.315299 10.783327 6.001823 -0.261912 26.735247 0.868045 64.482168 -0.529462

Antenna 110: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Shape 4.579494 -0.212684 4.579494 0.088214 -0.172508 -0.336999 0.326667 -0.328747 0.039902

Antenna 110: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Shape 10.474761 10.474761 -0.693167 0.168831 -0.023278 9.100417 -0.563322 3.204213 -0.124929

Antenna 110: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance nn Shape 0.107559 -0.499353 0.107559 -0.848264 0.074375 -1.083949 -0.680105 -0.200644 -0.019211

Antenna 110: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
110 10 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan